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Data Evaluation Jobs in Virginia (NOW HIRING)

Big Data Analyst (TS/SCI)

Herndon, VA · On-site

$97K - $205K/yr

Responsible for performing and developing dataset evaluations and assessments to inform government decision making. * Shaping data engineering approaches for analytic tradecraft improvements within ...

Responsible for performing and developing dataset evaluations and assessments to inform government decision making. * Shaping data engineering approaches for analytic tradecraft improvements within ...

Responsible for performing and developing dataset evaluations and assessments to inform government decision making. * Shaping data engineering approaches for analytic tradecraft improvements within ...

Senior Data Analyst

Dahlgren, VA

$87K - $110K/yr

Data Analyst Dahlgren Naval Surface Warfare Center, Dahlgren, VA Salary negotiable (Dependent on ... and evaluation techniques Knowledge of government accounting (highly desired: DOD Accounting ...

Senior Data Analyst

Dahlgren, VA · On-site

$87K - $110K/yr

Data Analyst Dahlgren Naval Surface Warfare Center, Dahlgren, VA Salary negotiable (Dependent on ... tools and evaluation techniques • Knowledge of government accounting (highly desired: DOD ...

AI Evaluation Scientist

Mclean, VA · On-site

$105K - $145K/yr

The AI Evaluation Scientist will work closely with engineers, data scientists, governance analysts, and product teams to develop evaluation metrics, build test harnesses, analyze model behavior, and ...

AI Evaluation Scientist

Mclean, VA · On-site

$105K - $145K/yr

The AI Evaluation Scientist will work closely with engineers, data scientists, governance analysts, and product teams to develop evaluation metrics, build test harnesses, analyze model behavior, and ...

AI Evaluation Scientist

Mclean, VA · On-site

$105K - $145K/yr

The AI Evaluation Scientist will work closely with engineers, data scientists, governance analysts, and product teams to develop evaluation metrics, build test harnesses, analyze model behavior, and ...

AI Evaluation Scientist

Mclean, VA · On-site

$105K - $145K/yr

The AI Evaluation Scientist will work closely with engineers, data scientists, governance analysts, and product teams to develop evaluation metrics, build test harnesses, analyze model behavior, and ...

AI Evaluation Scientist

Mclean, VA · On-site

$105K - $145K/yr

The AI Evaluation Scientist will work closely with engineers, data scientists, governance analysts, and product teams to develop evaluation metrics, build test harnesses, analyze model behavior, and ...

AI Evaluation Scientist

Mclean, VA · On-site

$105K - $145K/yr

The AI Evaluation Scientist will work closely with engineers, data scientists, governance analysts, and product teams to develop evaluation metrics, build test harnesses, analyze model behavior, and ...

AI Evaluation Scientist

Mclean, VA · On-site

$105K - $145K/yr

The AI Evaluation Scientist will work closely with engineers, data scientists, governance analysts, and product teams to develop evaluation metrics, build test harnesses, analyze model behavior, and ...

Showing results 21-40

Data Evaluation information

What is a data evaluation?

A Data Evaluation job involves analyzing, assessing, and interpreting data to ensure accuracy, consistency, and relevance for decision-making. Professionals in this role use statistical methods, data validation techniques, and reporting tools to identify patterns and insights. They often work with datasets from various sources, verifying integrity and optimizing data quality. Their findings help organizations improve processes, make informed decisions, and enhance overall efficiency.

What are the key skills and qualifications needed to thrive in data evaluation, and why are they important?

To thrive in Data Evaluation, you need a strong analytical mindset, proficiency with data analysis, and a relevant degree in statistics, mathematics, or a related field. Familiarity with data analytics tools such as Excel, SQL, Python, R, or business intelligence platforms, and certifications like Microsoft Certified Data Analyst Associate, are often valuable. Attention to detail, effective communication, and problem-solving abilities are key soft skills for this role. These skills ensure accurate data interpretation, effective reporting, and actionable insights that help organizations make informed decisions.

What are some common challenges faced in data evaluation roles, and how can candidates prepare for them?

Data Evaluation professionals often encounter challenges such as handling large, complex datasets, ensuring data accuracy, and interpreting ambiguous results. To prepare, candidates should familiarize themselves with industry-standard data cleaning and validation techniques, as well as regularly update their technical skills in analytics tools. Effective communication skills are essential for translating complex findings into actionable recommendations for various stakeholders. Staying proactive about learning new methodologies and collaborating closely with cross-functional teams can also help you overcome these challenges and thrive in this role.

What are the most commonly searched types of Data Evaluation jobs in Virginia?

The most popular types of Data Evaluation jobs in Virginia are:

What job categories do people searching Data Evaluation jobs in Virginia look for?

The top searched job categories for Data Evaluation jobs in Virginia are:

Infographic showing various Data Evaluation job openings in Virginia as of August 2026, with employment types broken down into 1% As Needed, 78% Full Time, 19% Part Time, and 2% Contract. Highlights an 85% Physical, 4% Hybrid, and 11% Remote job distribution.

Associate Research Scientist - Principal Investigator - LCMS

Thermo Fisher Scientific

Richmond, VA

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 6 days ago


Thermo Fisher Scientific rating

7.8

Company rating: 7.8 out of 10

Based on 428 frontline employees who took The Breakroom Quiz

175th of 543 rated manufacturers


Job description

Work Schedule

Standard (Mon-Fri)

Environmental Conditions

Laboratory Setting, Office

Job Description

This is a fully onsite role based at our 8700 Quioccasin Road location in Richmond, VA.  We welcome applicants from all locations within the US. Please note that relocation assistance is not provided for this position, and any relocation costs will be the responsibility of the candidate.  

Must be legally authorized to work in the United States without sponsorship. 

Must be able to pass a comprehensive background check, which includes a drug screening. 

At Thermo Fisher Scientific, you’ll discover meaningful work that makes a positive impact on a global scale. Join our colleagues in bringing our Mission to life - enabling our customers to make the world healthier, cleaner and safer. We provide our teams with the resources needed to achieve individual career goals while taking science a step beyond through research, development and delivery of life-changing therapies. With clinical trials conducted in 100+ countries and ongoing development of novel frameworks for clinical research through our PPD clinical research portfolio, our work spans laboratory, digital and decentralized clinical trial services. Your determination to deliver quality and accuracy will improve health outcomes that people and communities depend on – now and in the future.

Our PPD® Laboratory Services team has a direct impact on improving patient health through the expertise of scientists, industry thought-leaders and therapeutic experts. As the world leader in serving science, our laboratory professionals bring their commitment to accuracy and quality to deliver groundbreaking innovations.

Discover Impactful Work:

Independently performs a variety of complex sample preparation and analysis procedures to quantitatively measure pharmaceutical and biopharmaceutical compounds in a variety of formulations and/or biological matrices. Responsible for review and compilation of results and data comparison against SOP acceptance criteria, methodology, protocol, and product specifications. Coordinates laboratory activities of other team members in conjunction with the lab management. Performs study design and protocol authoring. Leads data evaluation and study close-out. Provides technical guidance and mentorship to junior scientists. Trains on routine operation, maintenance, and theory of complex analytical instrumentation, SOPs, and regulatory procedures and guidelines.

A Day in the Life:

  • Trains on routine operation, maintenance, and theory of complex analytical instrumentation, SOPs, and regulatory procedures and guidelines.
  • Independently performs and gives guidance on a variety of complex sample preparation and analysis procedures to quantitatively measure pharmaceutical and biopharmaceutical compounds in a variety of formulations and/or biological matrices for stability and analytical testing.
  • Completes all laboratory documentation in clear and accurate language and according to SOP and GLPs.
  • Leads troubleshooting for various equipment & instruments
  • Reviews and compiles results from assignments and makes initial determination on acceptability per SOP acceptance criteria. Reviews overall study results.
  • Navigates the OOS/OOT/Atypical investigation process. Leads more complex investigations and Root Cause Analysis and leads CAPAs.
  • Independently manages QC responsibilities. Communicates project status to project leader and helps to address gaps and solutions to overcoming roadblocks in project team workflow. May act as project leader.
  • Coordinates laboratory activities of other team members in conjunction with lab management.
  • Performs study design & protocol authoring. Leads data evaluation and study close-out.
  • Independently completes QA facing tasks. Authors and leads more complex quality records (eg. quality records which may require more in-depth investigation to identify true root causes, quality records requiring cross departmental input and/or collation of data etc.)
  • Mentors other staff members in applicable areas as needed.

Keys to Success:

BS and six years of experience OR  

MS and four years of experience OR

PhD and two years of experience 

In some cases, an equivalency, consisting of a combination of appropriate education, training and/or directly related experience, will be considered sufficient for an individual to meet the requirements of the role

Knowledge, Skills and Abilities: 

  • Knowledge of relevant scientific principles applicable to role
  • Ability to independently perform root cause analysis for quality records
  • Proficiency on technical operating systems
  • Proven problem solving and troubleshooting abilities
  • Proven ability in technical writing skills
  • Time management and project management skills
  • Good written and oral communication skills
  • Ability to work in a collaborative work environment with a team
  • Ability to train junior staff
  • Ability to mentor others on technical operating systems
  • Full understanding of laboratory requirements, SOPs, ICH guidelines, USP requirements and regulatory guidance

Working Conditions and Environment: 

Thermo Fisher Scientific values the health and wellbeing of our employees. We support and encourage individuals to create a healthy and balanced environment where they can thrive.  Below is listed the working environment/requirements for this role:

  • Able to communicate, receive, and understand information and ideas with diverse groups of people in a comprehensible and reasonable manner.
  • Able to work upright and stationary and/or standing for typical working hours.
  • Able to lift and move objects up to 25 pounds.
  • Able to work in non-traditional work environments.
  • Able to use and learn standard office equipment and technology with proficiency.
  • May have exposure to potentially hazardous elements, including infectious agents, typically found in healthcare or laboratory environments.
  • Able to perform successfully under pressure while prioritizing and handling multiple projects or activities.  
     

Compensation and Benefits

The salary range estimated for this position based in Virginia is $80,000.00–$90,000.00.

This position may also be eligible to receive a variable annual bonus based on company, team, and/or individual performance results in accordance with company policy. We offer a comprehensive Total Rewards package that our U.S. colleagues and their families can count on, which includes:

  • A choice of national medical and dental plans, and a national vision plan, including health incentive programs

  • Employee assistance and family support programs, including commuter benefits and tuition reimbursement

  • At least 120 hours paid time off (PTO), 10 paid holidays annually, paid parental leave (3 weeks for bonding and 8 weeks for caregiver leave), accident and life insurance, and short- and long-term disability in accordance with company policy

  • Retirement and savings programs, such as our competitive 401(k) U.S. retirement savings plan

  • Employees’ Stock Purchase Plan (ESPP) offers eligible colleagues the opportunity to purchase company stock at a discount

For more information on our benefits, please visit: https://jobs.thermofisher.com/global/en/total-rewards


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